Type: huggingface.text_generation.TextGeneration
Namespace: huggingface.text_generation
Description
Generates text based on a given prompt. text, generation, natural language processing
Use cases:
- Creative writing assistance
- Automated content generation
- Chatbots and conversational AI
- Code generation and completion
Properties
| Property | Type | Description | Default |
|---|---|---|---|
| model | hf.text_generation |
The model ID to use for the text generation. Supports both regular models and GGUF quantized models (detected by .gguf file extension). | {'type': 'hf.text_generation', 'repo_id': '', 'path': None, 'variant': None, 'allow_patterns': None, 'ignore_patterns': None} |
| prompt | str |
The input text prompt for generation | `` |
| max_new_tokens | int |
The maximum number of new tokens to generate | 50 |
| temperature | float |
Controls randomness in generation. Lower values make it more deterministic. | 1.0 |
| top_p | float |
Controls diversity of generated text. Lower values make it more focused. | 1.0 |
| do_sample | bool |
Whether to use sampling or greedy decoding | True |
Outputs
| Output | Type | Description |
|---|---|---|
| text | str |
|
| chunk | chunk |
Metadata
Related Nodes
Browse other nodes in the huggingface.text_generation namespace.